Data Scientist / Senior Data Scientist- NLP GenAI
At a glance
Senior AI Research role at Fractal. Bengaluru · full-time.
Pay not stated AI Research salary
aimlroles summary, based on the employer's posting.
What you'll do
- Build LLM-based solutions from initial design through implementation, testing, release and ongoing support
- Research new generative AI developments and turn relevant findings into working approaches
- Create and maintain code libraries, tools and frameworks for generative AI development
- Review teammates’ code and help keep quality high across shared projects
- Coordinate with other teams on messaging and roadmaps, then connect software with compatible repositories
What you bring
- Hands-on Python ability and core generative AI knowledge are mandatory and assessed in interviews
- A B.E., B.Tech, M.Tech in computer science or a related technical subject, or an equivalent qualification
- Practical NLP experience covering use case classification, topic modeling, Q&A or chatbots, search and related applications
- Experience with GenAI tools and techniques, including SaaS LLMs, vector databases, prompt design and model fine-tuning
Who this fits
This role suits someone who takes initiative, can deliver complete technical solutions, and works well with cross-functional teams. It is based in Bengaluru, India.
From the employer
It's fun to work in a company where people truly BELIEVE in what they are doing!
We're committed to bringing passion and customer focus to the business.
*Hands-on Python skills and Core GenAI Skills are mandatory and will be evaluated during the interviews*
Job Description:
- Design and implement advanced solutions utilizing Large Language Models (LLMs).
- Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.
- Conduct research and stay informed about the latest developments in generative AI and LLMs.
- Develop and maintain code libraries, tools, and frameworks to support generative AI development.
- Participate in code reviews and contribute to maintaining high code quality standards.
- Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.
- Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility.
- Possess strong analytical and problem-solving skills.
- Demonstrate excellent communication skills and the ability to work effectively in a team environment.
Technical Skills:
- Natural Language Processing (NLP): Hands-on experience in use case classification, topic modeling, Q&A and chatbots, search, Document AI, summarization, and content generation.
- Computer Vision and Audio: Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.
- Generative AI:
- Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, Prompt engineering (COT, TOT, ReAct, agents). Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text/audio/image/video modalities.
- Familiarity with Open-source LLMs, including tools like TensorFlow/Pytorch and huggingface. Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization.
- Cloud: Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.
- Application Development: Proficiency in Python, Docker, FastAPI/Django/Flask, and Git.
EDUCATION:
- B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent.
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
Hiring Related Queries
India: HiringsupportIndia@fractal.ai
Outside India: HiringsupportROW@fractal.ai
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